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Nov 19, 2024
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11 changes: 4 additions & 7 deletions experiments/one_degree_simulation/one_degree_simulation.jl
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,6 @@ using CUDA: @allowscalar, device!

using Oceananigans.Grids: znode

device!(3)
arch = GPU()

#####
Expand Down Expand Up @@ -47,7 +46,7 @@ grid = ImmersedBoundaryGrid(underlying_grid, GridFittedBottom(tampered_bottom_he

gm = Oceananigans.TurbulenceClosures.IsopycnalSkewSymmetricDiffusivity(κ_skew=1000, κ_symmetric=1000)
catke = ClimaOcean.OceanSimulations.default_ocean_closure()
viscous_closure = Oceananigans.TurbulenceClosures.HorizontalScalarDiffusivity(ν=10000)
viscous_closure = Oceananigans.TurbulenceClosures.HorizontalScalarDiffusivity(ν=2000)

closure = (gm, catke, viscous_closure)

Expand All @@ -65,8 +64,8 @@ temperature = ECCOMetadata(:temperature; dates, version=ECCO4Monthly(), dir="./"
salinity = ECCOMetadata(:salinity; dates, version=ECCO4Monthly(), dir="./")

# inpainting = NearestNeighborInpainting(30) should be enough to fill the gaps near bathymetry
FT = ECCORestoring(arch, temperature; grid, mask, rate=restoring_rate, inpainting=NearestNeighborInpainting(30))
FS = ECCORestoring(arch, salinity; grid, mask, rate=restoring_rate, inpainting=NearestNeighborInpainting(30))
FT = ECCORestoring(arch, temperature; grid, mask, rate=restoring_rate, inpainting=NearestNeighborInpainting(50))
FS = ECCORestoring(arch, salinity; grid, mask, rate=restoring_rate, inpainting=NearestNeighborInpainting(50))
forcing = (T=FT, S=FS)

#####
Expand Down Expand Up @@ -95,9 +94,7 @@ atmosphere = JRA55_prescribed_atmosphere(arch; backend=JRA55NetCDFBackend(20))
##### Coupled simulation
#####

sea_ice = ClimaOcean.OceanSeaIceModels.MinimumTemperatureSeaIce()
coupled_model = OceanSeaIceModel(ocean, sea_ice; atmosphere, radiation)

coupled_model = OceanSeaIceModel(ocean; atmosphere, radiation)
simulation = Simulation(coupled_model; Δt=15minutes, stop_time=2*365days)

#####
Expand Down
16 changes: 9 additions & 7 deletions src/DataWrangling/ECCO/ECCO.jl
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ export ECCORestoring, LinearlyTaperedPolarMask

using ClimaOcean
using ClimaOcean.DataWrangling
using ClimaOcean.DataWrangling: inpaint_mask!
using ClimaOcean.DataWrangling: inpaint_mask!, NearestNeighborInpainting
using ClimaOcean.InitialConditions: three_dimensional_regrid!, interpolate!

using Oceananigans
Expand Down Expand Up @@ -138,16 +138,11 @@ within the specified `mask`. `mask` is set to `ECCO_mask` for non-nothing
"""
function ECCO_field(metadata::ECCOMetadata;
architecture = CPU(),
inpainting = nothing,
inpainting = NearestNeighborInpainting(Inf),
mask = nothing,
horizontal_halo = (7, 7),
cache_inpainted_data = false)

# Respect user-supplied mask, but otherwise build default ECCO mask.
if !isnothing(inpainting) && isnothing(mask)
mask = ECCO_mask(metadata, architecture)
end

field = empty_ECCO_field(metadata; architecture, horizontal_halo)
inpainted_path = inpainted_metadata_path(metadata)

Expand All @@ -162,6 +157,8 @@ function ECCO_field(metadata::ECCOMetadata;
copyto!(parent(field), data)
return field
end

close(file)
end

download_dataset(metadata)
Expand Down Expand Up @@ -201,6 +198,11 @@ function ECCO_field(metadata::ECCOMetadata;
fill_halo_regions!(field)

if !isnothing(inpainting)
# Respect user-supplied mask, but otherwise build default ECCO mask.
if isnothing(mask)
mask = ECCO_mask(metadata, architecture; data_field=field)
end

# Make sure all values are extended properly
name = string(metadata.name)
date = string(metadata.dates)
Expand Down
6 changes: 3 additions & 3 deletions src/DataWrangling/ECCO/ECCO_mask.jl
Original file line number Diff line number Diff line change
Expand Up @@ -10,11 +10,11 @@ import ClimaOcean: stateindex
A boolean field where `true` represents a missing value in the ECCO dataset.
"""
function ECCO_mask(metadata, architecture = CPU();
data_field = ECCO_field(metadata; architecture, inpainting=nothing),
minimum_value = Float32(-1e5),
maximum_value = Float32(1e5))

field = ECCO_field(metadata; architecture)
mask = Field{location(field)...}(field.grid, Bool)
mask = Field{location(data_field)...}(data_field.grid, Bool)

# ECCO4 has zeros in place of the missing values, while
# ECCO2 expresses missing values with values < -1e5
Expand All @@ -25,7 +25,7 @@ function ECCO_mask(metadata, architecture = CPU();
end

# Set the mask with zeros where field is defined
launch!(architecture, field.grid, :xyz, _set_mask!, mask, field, minimum_value, maximum_value)
launch!(architecture, data_field.grid, :xyz, _set_mask!, mask, data_field, minimum_value, maximum_value)

return mask
end
Expand Down
2 changes: 1 addition & 1 deletion src/DataWrangling/ECCO/ECCO_restoring.jl
Original file line number Diff line number Diff line change
Expand Up @@ -54,7 +54,7 @@ Base.summary(backend::ECCONetCDFBackend) = string("ECCONetCDFBackend(", backend.
const ECCONetCDFFTS{N} = FlavorOfFTS{<:Any, <:Any, <:Any, <:Any, <:ECCONetCDFBackend{N}} where N

new_backend(b::ECCONetCDFBackend{native, cache_data}, start, length) where {native, cache_data} =
ECCONetCDFBackend{native}(start, length, b.inpainting, b.metadata)
ECCONetCDFBackend{native, cache_data}(start, length, b.inpainting, b.metadata)

on_native_grid(::ECCONetCDFBackend{native}) where native = native
cache_inpainted_data(::ECCONetCDFBackend{native, cache_data}) where {native, cache_data} = cache_data
Expand Down
2 changes: 1 addition & 1 deletion src/DataWrangling/inpaint_mask.jl
Original file line number Diff line number Diff line change
Expand Up @@ -140,7 +140,7 @@ Arguments
- `inpainting`: The inpainting algorithm to use. For the moment, the only option is `NearestNeighborInpainting(maxiter)`,
where an average of the valid surrounding values is used `maxiter` times.
"""
function inpaint_mask!(field, mask; inpainting=NearestNeighborInpainting(10))
function inpaint_mask!(field, mask; inpainting=NearestNeighborInpainting(Inf))

if inpainting isa Int
inpainting = NearestNeighborInpainting(inpainting)
Expand Down
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